MAV

Deterministic iOS app validation CLI built for AI coding agents

Desktopfreeglobal

MAV is a CLI control plane that gives AI coding agents a deterministic way to validate iOS and macOS app changes, with native drivers underneath and evidence it can hand back to a human. It's for developers using AI agents to build iOS apps who want the agent's claim that something works to be backed by real evidence.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of MAV - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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